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Gaurav Gupta
- > Home > Persons > Gaurav Gupta
Publications
- 2023
- [c70]Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan:
Coupled Multiwavelet Operator Learning for Coupled Differential Equations. ICLR 2023 - [i24]Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan:
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations. CoRR abs/2303.02304 (2023) - [i23]Chenzhong Yin, Mihai Udrescu, Gaurav Gupta, Mingxi Cheng, Andrei Lihu, Lucretia Udrescu, Paul Bogdan, David M. Mannino, Stefan Mihaicuta:
Fractional dynamics foster deep learning of COPD stage prediction. CoRR abs/2303.07537 (2023) - [i20]Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan:
Neuro-Inspired Hierarchical Multimodal Learning. CoRR abs/2309.15877 (2023) - 2022
- [c65]Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan:
Non-Linear Operator Approximations for Initial Value Problems. ICLR 2022 - [c63]Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan:
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. ISIT 2022: 97-102 - [i19]Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan:
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. CoRR abs/2205.04855 (2022) - 2021
- [c59]Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan:
Non-Markovian Reinforcement Learning using Fractional Dynamics. CDC 2021: 1542-1547 - [c56]Gaurav Gupta, Xiongye Xiao, Paul Bogdan:
Multiwavelet-based Operator Learning for Differential Equations. NeurIPS 2021: 24048-24062 - [i15]Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan:
Non-Markovian Reinforcement Learning using Fractional Dynamics. CoRR abs/2107.13790 (2021) - [i14]Gaurav Gupta, Xiongye Xiao, Paul Bogdan:
Multiwavelet-based Operator Learning for Differential Equations. CoRR abs/2109.13459 (2021) - 2020
- [j18]Mohamed Ridha Znaidi, Gaurav Gupta, Kamiar Asgari, Paul Bogdan:
Identifying Arguments of Space-Time Fractional Diffusion: Data-Driven Approach. Frontiers Appl. Math. Stat. 6: 14 (2020) - [c53]Chenzhong Yin, Gaurav Gupta, Paul Bogdan:
Discovering Laws from Observations: A Data-Driven Approach. DDDAS 2020: 302-310 - 2019
- [c48]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Learning Latent Fractional dynamics with Unknown Unknowns. ACC 2019: 217-222 - [c45]Ruochen Yang, Gaurav Gupta, Paul Bogdan:
Data-driven perception of neuron point process with unknown unknowns. ICCPS 2019: 259-269 - 2018
- [c42]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. ACC 2018: 2814-2820 - [c41]Gaurav Gupta, Sérgio Daniel Pequito, Paul Bogdan:
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. ICCPS 2018: 275-286 - [i9]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. CoRR abs/1803.04866 (2018) - [i8]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. CoRR abs/1803.10318 (2018) - [i6]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Approximate Submodular Functions and Performance Guarantees. CoRR abs/1806.06323 (2018) - [i5]Ruochen Yang, Gaurav Gupta, Paul Bogdan:
Data-driven Perception of Neuron Point Process with Unknown Unknowns. CoRR abs/1811.00688 (2018) - [i4]Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Learning Latent Fractional dynamics with Unknown Unknowns. CoRR abs/1811.00703 (2018) - 2017
- [c37]Gaurav Gupta, Paul Bogdan:
Distributed placement of power generation resources in uncertain environments. ICCPS 2017: 71-79
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